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Gusmelia Testiana
Universitas Islam Negeri Raden Fatah Palembang
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Journal : Jurnal Computer Science and Information Technology (CoSciTech)

 1 
Implementasi Algoritma Apriori dan ECLAT (Equivalence Class Transformation) Pada Data Transaksi Penjualan Nindyya, Ike Septi; Gusmelia Testiana; Irfan Dwi Jaya
Computer Science and Information Technology Vol 4 No 2 (2023): Jurnal Computer Science and Information Technology (CoSciTech)
Publisher : Universitas Muhammadiyah Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37859/coscitech.v4i2.5444

Abstract

Vhe Pagaralam Minimarket is an individual owned minimarket that is managed privately and is engaged in food retail business activities and various kinds of daily needs. However, in several cases consumers complained about difficulties in finding the desired goods and complaints about several food products such as noodles and wheat flour which were contaminated with odors from non-food products such as rinso. Therefore, recommendations for better layout of goods are needed by taking into account the purchasing patterns formed by consumers when shopping. This study aims to provide recommendations for the layout of goods based on the results of the rules that are formed. The method used is the association rule by utilizing the a priori algorithm and the ECLAT (Equivalence Class Transformation) algorithm to find out the comparison of the results of the rules of the two algorithms. Based on the rules formed, this study resulted in 10 food products that were suggested to be placed side by side, especially 1L Bulk Oil, 1/2kg Eggplant and 1kg Ordinary Wheat Flour because they have a certainty value of 97%. For non-food products, there are 9 products that are recommended to be placed side by side, especially Fress Bath Soap, Daia Powder Violet Bag, Pepsodent Action 123 Herbal and Mama Lemon 55ml because they have a certainty value of 93%. The results of establishing the rules can be used as a reference for preparing the layout of goods at the Vhe Pagaralam minimarket.
Co-Authors Agus Fajar Riany Agustiany Dumeva Putri, Agustiany Dumeva Ahmad Bayu Rinaldo Aisyah Khumairoh Alfina Damayanti Aminullah Imal Alfresi Ari Yanto, Ahmad Firman Arif Total Onesis Atika Zahra Bella Pitriana Milwadi Beni Setiaji Benz, Rendy Al Bubin Florayu Bunbin Florayu, Bunbin Cendi Febriansyah Damayanti, Alfina Darusalam Darusalam Devi Anggraini Dwi Lestari Dwi Mardiana Elhefni Elhefni Elvira Destiansari Eri Gunawan, Catur Evi Fadilah, Evi Fahruddin Fathiyah Nopriani Fenny Purwani Fenny Purwani Fitriyanti, Vina Florayu, Bubin Geri Esmemed Gina Agiyani Haspui Rasasi Hernandes, Veven Hernandes, Veven Hery Widijanto Iin Royani Imamulhakim Syahid Putra Imamulhakim Syahid Putra Indah Hidayanti Irfan Dwi Jaya Irham Falahudin Irham Falahudin Irmalia j-sika Jawasi Jawasi Ketut Tirtayasa Lilis Anderwani M Leandry Dalafranka Mawarni, Herlinda Moh. Ismail Sholeh Muarie, Muhamad Son Muhamad Kadafi, Muhamad Muhammad Isnaini Muhammad Isnaini MUHAMMAD ISNAINI Muhammad Leandry Dalafranka Muhammad Rifqi Perdana Muhammad Son Muarie Muhammad Win Afgani Mushleh, Muhammad Mutiara Jesica Nery, Rieno Septa Nindyya, Ike Septi Pandu Aditya Rachmansyah Rachmansyah Ragil Tri Wahyudi Ramadhan, Muhammad Rafi Retni Paradesa Riani Eka Sari Riany, Agus Fajar Riza Agustiani ROSYIDAH, LAILATUR Ruslan Saputra Safilla, Laurentz Santi, Rusmala Saphira, Regita Cahya Satria, Pandu Sely Septiwi Sri Rahayu Sri Rahayu Syahabiah Syahabiah Syutaridho Syutaridho Tria Gustiningsi Tutut Rahayu Astuti Veven Hernandes Wardani, Ambarsari Kusuma Wijaya, Anton Sukma Yulisa, Ica Dwi